Pith Number

pith:MS75LKFV

pith:2024:MS75LKFVTO67Z32B3KLFPEBIW2

not attested not anchored not stored refs pending

Addressing Challenges in Data Quality and Model Generalization for Malaria Detection

Desire Guel, Kiswendsida Kisito Kabore

arxiv:2501.00464 v1 · 2024-12-31 · cs.LG · eess.SP

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MS75LKFVTO67Z32B3KLFPEBIW2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T09:56:06.209801Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64bfd5a8b59bbdfcef41da96579028b6a8c3cb13fe7f64081b95efcd5001cfff

Aliases

arxiv: 2501.00464 · arxiv_version: 2501.00464v1 · doi: 10.48550/arxiv.2501.00464 · pith_short_12: MS75LKFVTO67 · pith_short_16: MS75LKFVTO67Z32B · pith_short_8: MS75LKFV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MS75LKFVTO67Z32B3KLFPEBIW2 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 64bfd5a8b59bbdfcef41da96579028b6a8c3cb13fe7f64081b95efcd5001cfff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f01c2b77174da2ea4d6febb05bbf69dbad31e8290dbfc56d16aee6d763137368",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-31T14:25:55Z",
    "title_canon_sha256": "51baf1acb9a3eee87181b51074492d329c8e2c3db3b831fa354ef87c67f2ebbd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00464",
    "kind": "arxiv",
    "version": 1
  }
}